Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002487

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002493

distance 0.202

#2 · Beedcell 4700003022

distance 0.202

#3 · Beedcell 4700002325

distance 0.204

#4 · Beedcell 4700002164

distance 0.214

#5 · Beedcell 4700002657

distance 0.218

#6 · Dharashivcell 4880006388

distance 0.221 · cross-district

#7 · Beedcell 4700001396

distance 0.224

#8 · Ahmednagarcell 4660002334

distance 0.228 · cross-district

#9 · Dharashivcell 4880004575

distance 0.229 · cross-district

#10 · Dharashivcell 4880006459

distance 0.24 · cross-district

#11 · Beedcell 4700001103

distance 0.241

#12 · Dharashivcell 4880004773

distance 0.244 · cross-district

#13 · Beedcell 4700001243

distance 0.246

#14 · Ahmednagarcell 4660002431

distance 0.247 · cross-district

#15 · Beedcell 4700002004

distance 0.248

#16 · Dharashivcell 4880004244

distance 0.249 · cross-district

#17 · Beedcell 4700002492

distance 0.251

#18 · Ahmednagarcell 4660001713

distance 0.252 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700002487}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.